Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: FASTKD1

Gene summary for FASTKD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FASTKD1

Gene ID

79675

Gene nameFAST kinase domains 1
Gene AliasFASTKD1
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q53R41


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
79675FASTKD1P12T-EHumanEsophagusESCC5.08e-162.50e-010.1122
79675FASTKD1P15T-EHumanEsophagusESCC2.42e-102.94e-010.1149
79675FASTKD1P16T-EHumanEsophagusESCC7.71e-071.05e-010.1153
79675FASTKD1P20T-EHumanEsophagusESCC3.09e-082.15e-010.1124
79675FASTKD1P21T-EHumanEsophagusESCC1.06e-111.39e-010.1617
79675FASTKD1P22T-EHumanEsophagusESCC5.60e-201.47e-010.1236
79675FASTKD1P23T-EHumanEsophagusESCC8.13e-112.83e-010.108
79675FASTKD1P24T-EHumanEsophagusESCC5.83e-101.70e-010.1287
79675FASTKD1P26T-EHumanEsophagusESCC2.76e-041.10e-010.1276
79675FASTKD1P27T-EHumanEsophagusESCC6.25e-091.91e-010.1055
79675FASTKD1P28T-EHumanEsophagusESCC3.06e-437.96e-010.1149
79675FASTKD1P30T-EHumanEsophagusESCC1.54e-095.12e-010.137
79675FASTKD1P31T-EHumanEsophagusESCC2.15e-131.08e-010.1251
79675FASTKD1P32T-EHumanEsophagusESCC1.14e-132.29e-010.1666
79675FASTKD1P36T-EHumanEsophagusESCC8.13e-082.18e-010.1187
79675FASTKD1P37T-EHumanEsophagusESCC3.78e-081.76e-010.1371
79675FASTKD1P39T-EHumanEsophagusESCC2.51e-035.36e-020.0894
79675FASTKD1P40T-EHumanEsophagusESCC7.31e-038.45e-020.109
79675FASTKD1P42T-EHumanEsophagusESCC7.98e-092.66e-010.1175
79675FASTKD1P44T-EHumanEsophagusESCC2.18e-051.52e-010.1096
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:1903311ColorectumADregulation of mRNA metabolic process117/3918288/187231.69e-144.23e-12117
GO:0006401ColorectumADRNA catabolic process102/3918278/187238.64e-106.76e-08102
GO:0044270ColorectumADcellular nitrogen compound catabolic process147/3918451/187233.35e-092.23e-07147
GO:0046700ColorectumADheterocycle catabolic process145/3918445/187234.37e-092.84e-07145
GO:0006402ColorectumADmRNA catabolic process87/3918232/187234.40e-092.84e-0787
GO:0034655ColorectumADnucleobase-containing compound catabolic process133/3918407/187231.56e-089.12e-07133
GO:0019439ColorectumADaromatic compound catabolic process146/3918467/187237.48e-083.84e-06146
GO:1901361ColorectumADorganic cyclic compound catabolic process153/3918495/187238.23e-084.18e-06153
GO:0061013ColorectumADregulation of mRNA catabolic process64/3918166/187231.44e-076.59e-0664
GO:0043487ColorectumADregulation of RNA stability63/3918170/187239.17e-073.12e-0563
GO:0043488ColorectumADregulation of mRNA stability59/3918158/187231.50e-064.66e-0559
GO:19033112ColorectumMSSregulation of mRNA metabolic process115/3467288/187231.23e-176.41e-15115
GO:00064012ColorectumMSSRNA catabolic process102/3467278/187235.07e-131.02e-10102
GO:00064022ColorectumMSSmRNA catabolic process89/3467232/187238.70e-131.60e-1089
GO:00442702ColorectumMSScellular nitrogen compound catabolic process141/3467451/187232.95e-113.83e-09141
GO:00467002ColorectumMSSheterocycle catabolic process139/3467445/187234.37e-115.05e-09139
GO:00346552ColorectumMSSnucleobase-containing compound catabolic process129/3467407/187237.48e-118.18e-09129
GO:00610132ColorectumMSSregulation of mRNA catabolic process66/3467166/187231.25e-101.26e-0866
GO:19013612ColorectumMSSorganic cyclic compound catabolic process148/3467495/187233.47e-103.18e-08148
GO:00434872ColorectumMSSregulation of RNA stability66/3467170/187234.14e-103.49e-0866
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
FASTKD1SNVMissense_Mutationnovelc.966N>Tp.Lys322Asnp.K322NQ53R41protein_codingdeleterious(0.02)possibly_damaging(0.776)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationc.2168C>Gp.Thr723Argp.T723RQ53R41protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationc.1285C>Gp.Pro429Alap.P429AQ53R41protein_codingtolerated(0.26)benign(0.006)TCGA-AN-A0AT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationc.2031N>Cp.Gln677Hisp.Q677HQ53R41protein_codingtolerated(0.23)benign(0.41)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
FASTKD1SNVMissense_Mutationc.90A>Tp.Gln30Hisp.Q30HQ53R41protein_codingtolerated(0.39)benign(0.003)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FASTKD1insertionIn_Frame_Insnovelc.1032_1033insACGAAAGTTAAACTCCATp.Val344_Leu345insThrLysValLysLeuHisp.V344_L345insTKVKLHQ53R41protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FASTKD1SNVMissense_Mutationc.142N>Cp.Asp48Hisp.D48HQ53R41protein_codingtolerated(0.38)benign(0.025)TCGA-C5-A7CL-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
FASTKD1SNVMissense_Mutationnovelc.404N>Cp.Leu135Prop.L135PQ53R41protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FASTKD1SNVMissense_Mutationrs758111477c.1970N>Cp.Arg657Thrp.R657TQ53R41protein_codingtolerated(0.07)benign(0.175)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FASTKD1SNVMissense_Mutationnovelc.336N>Ap.Met112Ilep.M112IQ53R41protein_codingdeleterious(0)benign(0.238)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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